64 citations · 121 across the 10 of their papers we have counts for
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cs.SE2022★ 24 cited
Interactive Code Generation via Test-Driven User-Intent Formalization
Shuvendu K. Lahiri, Sarah Fakhoury, Aaditya Naik +8
Large language models (LLMs) have shown great potential in automating significant aspects of coding by producing natural code from informal natural language (NL) intent. However, w…
cs.DC2022★ 3 cited
GC3: An Optimizing Compiler for GPU Collective Communication
Meghan Cowan, Saeed Maleki, Madanlal Musuvathi +2
Machine learning models made up of millions or billions of parameters are trained and served on large multi-GPU systems. As models grow in size and execute on more GPUs, the collec…